Feat/v1.1.0 beta.11 chinese retrieval#586

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sqxinquan wants to merge 14 commits intoCortexReach:masterfrom

sqxinquan:feat/v1.1.0-beta.11-chinese-retrieval

Commits on Apr 12, 2026

feat: 初始化 v1.1.0-beta.11 开发
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feat: 中文检索优化完整实现
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docs: 添加开发进度报告
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feat: 批量写入优化实现
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docs: 更新开发进度报告
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feat: 冻结快照模式实现（学习 Hermes）
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docs: 更新开发进度报告
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feat: 中文同义词扩展实现
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docs: 更新开发进度报告
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feat: 检索器集成（整合所有功能）
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docs: 更新开发进度报告
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docs: 新增中文检索文档 + 单元测试
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🎉 v1.1.0-beta.11 开发完成！
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docs: 添加发布说明 (README_RELEASE.md)
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